Lightweight-Face-Detection: Optimized for Qualcomm Devices
A small and accurate model for detecting bounding boxes for faces in images. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset of faces, but can be used on any image.
This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.
Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up to run these models on a hosted Qualcomm® device.
Getting Started
There are two ways to deploy this model on your device:
Option 1: Download Pre-Exported Models
Below are pre-exported model assets ready for deployment.
| Runtime | Precision | Chipset | SDK Versions | Download |
|---|---|---|---|---|
| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | Download |
| ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | Download |
| ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | Download |
| ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | Download |
| QNN_DLC | float | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a16 | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | Download |
| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | Download |
| TFLITE | float | Universal | QAIRT 2.45 | Download |
| TFLITE | w8a8 | Universal | QAIRT 2.45 | Download |
For more device-specific assets and performance metrics, visit Lightweight-Face-Detection on Qualcomm® AI Hub.
Option 2: Export with Custom Configurations
Use the Qualcomm® AI Hub Models Python library to compile and export the model with your own:
- Custom weights (e.g., fine-tuned checkpoints)
- Custom input shapes
- Target device and runtime configurations
This option is ideal if you need to customize the model beyond the default configuration provided here.
See our repository for Lightweight-Face-Detection on GitHub for usage instructions.
Model Details
Model Type: Model_use_case.object_detection
Model Stats:
- Model checkpoint: qfd360_sl_model.pt
- Inference latency: RealTime
- Input resolution: 480x640
- Number of parameters: 878K
- Model size (float): 3.37 MB
- Model size (w8a8): 965 KB
- Model size (w8a16): 1.09 MB
Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit |
|---|---|---|---|---|---|---|
| Lightweight-Face-Detection | ONNX | float | Snapdragon® X2 Elite | 1.14 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.031 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.078 ms | 1 - 158 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.021 ms | 1 - 161 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.944 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8450 | 3.021 ms | 1 - 161 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 2.43 ms | 1 - 4 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.031 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.895 ms | 0 - 145 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.895 ms | 0 - 145 MB | NPU |
| Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.086 ms | 0 - 147 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.898 ms | 2 - 2 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.854 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.991 ms | 0 - 158 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.016 ms | 0 - 162 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 5.128 ms | 1 - 4 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.774 ms | 0 - 79 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8450 | 2.016 ms | 0 - 162 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.923 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.854 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.847 ms | 0 - 148 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.847 ms | 0 - 148 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.839 ms | 0 - 146 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.897 ms | 2 - 2 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.898 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.004 ms | 0 - 158 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.798 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 1.955 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.898 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 0.853 ms | 0 - 147 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.853 ms | 0 - 147 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.845 ms | 0 - 150 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.225 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.436 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.307 ms | 0 - 156 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.601 ms | 0 - 160 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.089 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.444 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8450 | 0.601 ms | 0 - 160 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.609 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.436 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.245 ms | 0 - 147 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.245 ms | 0 - 147 MB | NPU |
| Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.225 ms | 0 - 145 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.343 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.794 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.6 ms | 0 - 42 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 4.285 ms | 1 - 47 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 6.674 ms | 1 - 28 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.517 ms | 1 - 3 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.25 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8650P | 3.25 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8255P | 3.25 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 | 4.285 ms | 1 - 47 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.014 ms | 1 - 4 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.794 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.216 ms | 1 - 30 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.674 ms | 1 - 28 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.78 ms | 0 - 26 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.216 ms | 1 - 30 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.084 ms | 0 - 29 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.91 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.955 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.958 ms | 0 - 152 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.888 ms | 1 - 158 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 12.626 ms | 2 - 5 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 2.968 ms | 1 - 140 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.755 ms | 1 - 2 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.898 ms | 1 - 142 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.898 ms | 1 - 142 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.898 ms | 1 - 142 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 2.888 ms | 1 - 158 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.737 ms | 1 - 3 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.955 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 12.649 ms | 0 - 140 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.577 ms | 0 - 139 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.772 ms | 0 - 144 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.968 ms | 1 - 140 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.255 ms | 0 - 137 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.772 ms | 0 - 144 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.715 ms | 1 - 143 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.577 ms | 0 - 139 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.9 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.939 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.962 ms | 0 - 156 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8275 | 3.138 ms | 1 - 139 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.747 ms | 1 - 73 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.941 ms | 1 - 143 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 1.941 ms | 1 - 143 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 1.941 ms | 1 - 143 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 1.796 ms | 3 - 5 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.939 ms | 1 - 1 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 13.349 ms | 1 - 141 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 2.536 ms | 1 - 139 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 0.799 ms | 0 - 144 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.138 ms | 1 - 139 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.799 ms | 0 - 144 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.726 ms | 1 - 143 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.536 ms | 1 - 139 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.298 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.523 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.284 ms | 0 - 35 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.494 ms | 0 - 41 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.843 ms | 0 - 2 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 1.077 ms | 0 - 25 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.413 ms | 0 - 2 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.602 ms | 0 - 27 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.602 ms | 0 - 27 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.602 ms | 0 - 27 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.494 ms | 0 - 41 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.523 ms | 0 - 2 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.523 ms | 0 - 0 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.836 ms | 0 - 138 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.478 ms | 0 - 138 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.231 ms | 0 - 26 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.077 ms | 0 - 25 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.824 ms | 0 - 23 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.231 ms | 0 - 26 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.191 ms | 0 - 25 MB | NPU |
| Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.478 ms | 0 - 138 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.632 ms | 0 - 42 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 4.293 ms | 0 - 47 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 6.585 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.537 ms | 0 - 24 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.331 ms | 0 - 31 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8650P | 3.331 ms | 0 - 31 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8255P | 3.331 ms | 0 - 31 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 | 4.293 ms | 0 - 47 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.091 ms | 0 - 5 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.237 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.585 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.794 ms | 0 - 27 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.237 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.077 ms | 0 - 30 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.28 ms | 0 - 34 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.5 ms | 0 - 41 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.657 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 1.118 ms | 0 - 24 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.411 ms | 0 - 21 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.624 ms | 0 - 26 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 0.624 ms | 0 - 26 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 0.624 ms | 0 - 26 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.5 ms | 0 - 41 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.546 ms | 0 - 3 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.769 ms | 0 - 136 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.482 ms | 0 - 136 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.235 ms | 0 - 25 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.118 ms | 0 - 24 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.855 ms | 0 - 22 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.235 ms | 0 - 25 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.197 ms | 0 - 24 MB | NPU |
| Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.482 ms | 0 - 136 MB | NPU |
License
- The license for the original implementation of Lightweight-Face-Detection can be found here.
Community
- Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
- For questions or feedback please reach out to us.
